Case studies
Systems built and put into production — voice agents handling thousands of calls, multi-agent outreach, event operations, and analytics reading market data in real time. Each case gives the challenge, what was built, the full stack, and the numbers.
AI Voice Dispatch for HVAC Company
A growing HVAC company was losing 35% of inbound calls outside business hours, and its three-person dispatch team couldn't keep up with peak-season volume. The result was missed bookings and frustrated customers in both its English- and Spanish-speaking markets.
AI-Powered B2B Lead Generation Engine
The agency relied on five SDRs prospecting by hand: researching companies, writing emails, and following up. Output was inconsistent, personalization was shallow, and the cost per qualified lead kept rising.
AI Event Operations Platform
Running a 500+ attendee international conference meant sourcing speakers, managing outreach, processing deck submissions, and providing live translation. A team of 12 was doing all of it with spreadsheets and email.
Metals Market Intelligence System
Standard technical analysis kept missing structural regime changes in metals markets. The firm needed a system that combines macroeconomic, behavioral, and structural signals into output traders can act on, not another dashboard.
AI Operations Assistant for Digital Agency
A 40-person agency was buried in operational overhead: weekly reporting took 15 hours, task routing was manual, client updates were inconsistent, and the team spent more time on admin than on creative work.
Mental-Health Matching Platform
Finding a therapist was never the hard part — directories have solved that for years. People stall at the next step: writing to a stranger about the worst thing in their life. Every platform in the category competes on the size of its list, which is the one thing that was never the bottleneck.